{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Repo: QwenLM/Qwen3-Coder","description":"Qwen (Alibaba Cloud) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/83e748ac-84d2-41ae-81d2-4d72f50a7c75","json_url":"https://onlylabs.fyi/signals/83e748ac-84d2-41ae-81d2-4d72f50a7c75/signal.json","generated_at":"2026-06-11T03:59:05.682536+00:00","org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/qwen","dossier_json_url":"https://onlylabs.fyi/labs/qwen/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/83e748ac-84d2-41ae-81d2-4d72f50a7c75","signal_json":"https://onlylabs.fyi/signals/83e748ac-84d2-41ae-81d2-4d72f50a7c75/signal.json","source":"https://github.com/QwenLM/Qwen3-Coder","lab_dossier":"https://onlylabs.fyi/labs/qwen","lab_dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis":"https://onlylabs.fyi/analysis/qwen","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Qwen (Alibaba Cloud) published QwenLM/Qwen3-Coder (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo QwenLM/Qwen3-Coder · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/QwenLM/Qwen3-Coder","source_host":"github.com","occurred_at":"2024-04-16T11:49:01+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Qwen (Alibaba Cloud)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"QwenLM/Qwen3-Coder","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"16,611","source":"traction"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch 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tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/83e748ac-84d2-41ae-81d2-4d72f50a7c75/signal.json","required":true},{"label":"source","url":"https://github.com/QwenLM/Qwen3-Coder","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/qwen/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/qwen/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Qwen (Alibaba Cloud)'s repo signal \"QwenLM/Qwen3-Coder\" for frontier lab strategy."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/Qwen3-Coder","text":"Qwen (Alibaba Cloud) published repo QwenLM/Qwen3-Coder."},{"subject":"QwenLM/Qwen3-Coder","predicate":"is classified as","object":"repo signal","text":"QwenLM/Qwen3-Coder is classified as repo signal."},{"subject":"QwenLM/Qwen3-Coder","predicate":"belongs to","object":"repos desk","text":"QwenLM/Qwen3-Coder belongs to repos desk."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has context","object":"Python","text":"QwenLM/Qwen3-Coder has context Python."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/Qwen3-Coder has evidence coverage 1 captured evidence page."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has captured page count","object":"1","text":"QwenLM/Qwen3-Coder has captured page count 1."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has readable page count","object":"1","text":"QwenLM/Qwen3-Coder has readable page count 1."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has related signal count","object":"6","text":"QwenLM/Qwen3-Coder has related signal count 6."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"QwenLM/Qwen3-Coder has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has source host","object":"github.com","text":"QwenLM/Qwen3-Coder has source host github.com."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"QwenLM/Qwen3-Coder has lab Qwen (Alibaba Cloud)."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has signal desk","object":"repos","text":"QwenLM/Qwen3-Coder has signal desk repos."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has source host","object":"github.com","text":"QwenLM/Qwen3-Coder has source host github.com."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has repository","object":"QwenLM/Qwen3-Coder","text":"QwenLM/Qwen3-Coder has repository QwenLM/Qwen3-Coder."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has language","object":"Python","text":"QwenLM/Qwen3-Coder has language Python."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has stars","object":"16,611","text":"QwenLM/Qwen3-Coder has stars 16,611."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has watch term","object":"RL environments","text":"QwenLM/Qwen3-Coder has watch term RL environments."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has watch term","object":"Model card","text":"QwenLM/Qwen3-Coder has watch term Model card."}]},"intelligence":{"signal_desk":"repos","answer":"Qwen (Alibaba Cloud) published QwenLM/Qwen3-Coder (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo QwenLM/Qwen3-Coder · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/Qwen3-Coder","text":"Qwen (Alibaba Cloud) published repo QwenLM/Qwen3-Coder."},{"subject":"QwenLM/Qwen3-Coder","predicate":"is classified as","object":"repo signal","text":"QwenLM/Qwen3-Coder is classified as repo signal."},{"subject":"QwenLM/Qwen3-Coder","predicate":"belongs to","object":"repos desk","text":"QwenLM/Qwen3-Coder belongs to repos desk."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has context","object":"Python","text":"QwenLM/Qwen3-Coder has context Python."},{"subject":"QwenLM/Qwen3-Coder","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/Qwen3-Coder has evidence coverage 1 captured evidence page."}]},"signal":{"id":"83e748ac-84d2-41ae-81d2-4d72f50a7c75","url":"https://onlylabs.fyi/signals/83e748ac-84d2-41ae-81d2-4d72f50a7c75","json_url":"https://onlylabs.fyi/signals/83e748ac-84d2-41ae-81d2-4d72f50a7c75/signal.json","source_url":"https://github.com/QwenLM/Qwen3-Coder","title":"QwenLM/Qwen3-Coder","summary":"Qwen (Alibaba Cloud) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2024-04-16T11:49:01+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/QwenLM/Qwen3-Coder"]},"facets":{"repo":"QwenLM/Qwen3-Coder","language":"Python"},"traction":{"github_stars":16611,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/QwenLM/Qwen3-Coder","final_url":"https://github.com/QwenLM/Qwen3-Coder","title":"QwenLM/Qwen3-Coder repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:05.682536+00:00","bytes":28963,"raw_path":"e8531607e923061851f33063d24de09da54f31ae1f3328aaf55d6e4cf9499f30.json","content_hash":"089dddb19553025db77ef3215bbac3fbdb02f9c56e11238967626f3efca0015c","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/Qwen3-Coder Description: Qwen3-Coder is the code version of Qwen3, the large language model series developed by Qwen team. Language: Python Stars: 16611 Forks: 1200 Open issues: 108 Created: 2024-04-16T11:49:01Z Pushed: 2026-03-24T08:22:10Z Default branch: main Fork: no Archived: no README:

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